Submission: X0/HOT3D/X0 (2ddefauldet)

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Submission name X0 (2ddefauldet)
Submission time (UTC) May 27, 2026, 8:02 p.m.
User francescamariagreco
Task Model-free 6D detection of unseen objects
Dataset HOT3D
Description Training data: None; Test image modalities(HOT3D): RGB Model-free: using dynamic and static onboarding sequences to build 3DGS per object models through COLMAP, generating pose hypotheses with PnP and SuperRANSAC, using DINOV3 and SAM based segmentation, sparse activation for the inference with a threshold based on temporal sequence model to aggregate per-frame features and inclusion of a density-based confidence module based on GPT-2. Computer specifications: AMDmi300A, AMDmi300X.
Evaluation scores
AP:0.531
AP_25:0.477
AP_25_mm:0.158
AP_MSPD:0.584
AP_MSSD:0.477
AP_MSSD_mm:0.158
average_time_per_image:42.186

Method: X0

User francescamariagreco
Publication
Implementation
Training image modalities RGB
Test image modalities RGB
Description
Computer specifications ADMMI300A, AMDMI300X